DEVELOPMENT... OpenML
Run
78724

Run 78724

Task 3612 (Supervised Classification) fri_c1_250_25 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.9388
Per class
Build CPU time
0.2
Build memory
1289532812.8
F measure
0.8744
Per class
Kappa
0.7422
KB relative information score
99.3567
Mean absolute error
0.3228
Mean prior absolute error
0.4897
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8795
Per class
Predictive accuracy
0.876
Prior entropy
0.9852
Recall
0.876
Per class
Relative absolute error
0.6592
Root mean prior squared error
0.4948
Root mean squared error
0.3551
Root relative squared error
0.7176
SciMark benchmark
940.4855